An inconvenient dataset: bias and inappropriate inference with the multilevel model
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DOI: 10.1007/s11135-013-9865-x
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- Henry Braun & Douglas Jones & Donald Rubin & Dorothy Thayer, 1983. "Empirical bayes estimation of coefficients in the general linear model from data of deficient rank," Psychometrika, Springer;The Psychometric Society, vol. 48(2), pages 171-181, June.
- Jan Beise & Eckart Voland, 2002. "A multilevel event history analysis of the effects of grandmothers on child mortality in a historical German population (Krummhörn, Ostfriesland, 1720-1874)," MPIDR Working Papers WP-2002-023, Max Planck Institute for Demographic Research, Rostock, Germany.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Hausman, Jerry A & Wise, David A, 1977. "Social Experimentation, Truncated Distributions, and Efficient Estimation," Econometrica, Econometric Society, vol. 45(4), pages 919-938, May.
- Froot, Kenneth A., 1989. "Consistent Covariance Matrix Estimation with Cross-Sectional Dependence and Heteroskedasticity in Financial Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(3), pages 333-355, September.
- Jan Beise & Eckart Voland, 2002. "A multilevel event history analysis of the effects of grandmothers on child mortality in a historical German population," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 7(13), pages 469-498.
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- David Bartram & Leonardo Salvatore Alaimo & Eileen Avery & Anthony Bardo & Enrico Di Bella & Martin Binder & Ferdi Botha & Sandra Fachelli & Andrea Gatto & Jintao Lu & Adam Okulicz-Kozaryn & Angeles S, 2024. "Towards the Next Fifty Years of Social Indicators Research: Some Guidance for Authors," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 174(1), pages 1-17, August.
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Keywords
Multilevel modeling; Sample design; Non-probability sample; Probability sample; FMP sample;All these keywords.
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